Overview
Brought to you by YData
Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 1537 |
| Missing cells | 2 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 912.8 KiB |
| Average record size in memory | 608.2 B |
Variable types
| Categorical | 6 |
|---|---|
| Numeric | 8 |
| URL | 1 |
| Unsupported | 1 |
| Boolean | 5 |
is_skinless has constant value "False" | Constant |
is_headless has constant value "False" | Constant |
Color is highly overall correlated with Color_encoded and 1 other fields | High correlation |
Color_encoded is highly overall correlated with Color and 1 other fields | High correlation |
Defect is highly overall correlated with Color and 4 other fields | High correlation |
PCA1 is highly overall correlated with Total Length (cm) and 4 other fields | High correlation |
PCA2 is highly overall correlated with Total Length (cm) and 1 other fields | High correlation |
Species is highly overall correlated with Defect and 1 other fields | High correlation |
Species_encoded is highly overall correlated with Defect and 1 other fields | High correlation |
Total Length (cm) is highly overall correlated with PCA1 and 5 other fields | High correlation |
Total Length (cm)_is_outlier is highly overall correlated with PCA1 and 5 other fields | High correlation |
Total Length (cm)_zscore is highly overall correlated with Total Length (cm)_is_outlier and 3 other fields | High correlation |
Total Weight (g) is highly overall correlated with PCA1 and 4 other fields | High correlation |
Total Weight (g)_is_outlier is highly overall correlated with PCA1 and 7 other fields | High correlation |
Total Weight (g)_zscore is highly overall correlated with Total Length (cm)_is_outlier and 3 other fields | High correlation |
num_defects is highly overall correlated with Defect | High correlation |
weight_per_cm is highly overall correlated with PCA1 and 4 other fields | High correlation |
weight_per_cm_is_outlier is highly overall correlated with PCA2 and 2 other fields | High correlation |
weight_per_cm_zscore is highly overall correlated with Total Length (cm)_zscore and 3 other fields | High correlation |
Color is highly imbalanced (68.3%) | Imbalance |
Species is highly imbalanced (94.3%) | Imbalance |
Defect is highly imbalanced (60.0%) | Imbalance |
num_defects is highly imbalanced (64.8%) | Imbalance |
Color_encoded is highly imbalanced (68.3%) | Imbalance |
Species_encoded is highly imbalanced (94.3%) | Imbalance |
Total Weight (g)_is_outlier is highly imbalanced (87.2%) | Imbalance |
Total Length (cm)_is_outlier is highly imbalanced (93.0%) | Imbalance |
weight_per_cm_is_outlier is highly imbalanced (90.4%) | Imbalance |
Defect_List is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2025-06-18 18:23:12.096643 |
|---|---|
| Analysis finished | 2025-06-18 18:23:21.606672 |
| Duration | 9.51 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Color
Categorical
High correlation  Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 94.5 KiB |
| Medium | |
|---|---|
| Light | 70 |
| Dark | 60 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.8763826 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Medium |
|---|---|
| 2nd row | Dark |
| 3rd row | Medium |
| 4th row | Dark |
| 5th row | Dark |
Common Values
| Value | Count | Frequency (%) |
| Medium | 1407 | |
| Light | 70 | 4.6% |
| Dark | 60 | 3.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| medium | 1407 | |
| light | 70 | 4.6% |
| dark | 60 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 1477 | |
| M | 1407 | |
| e | 1407 | |
| d | 1407 | |
| u | 1407 | |
| m | 1407 | |
| L | 70 | 0.8% |
| g | 70 | 0.8% |
| h | 70 | 0.8% |
| t | 70 | 0.8% |
| Other values (4) | 240 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9032 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 1477 | |
| M | 1407 | |
| e | 1407 | |
| d | 1407 | |
| u | 1407 | |
| m | 1407 | |
| L | 70 | 0.8% |
| g | 70 | 0.8% |
| h | 70 | 0.8% |
| t | 70 | 0.8% |
| Other values (4) | 240 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9032 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 1477 | |
| M | 1407 | |
| e | 1407 | |
| d | 1407 | |
| u | 1407 | |
| m | 1407 | |
| L | 70 | 0.8% |
| g | 70 | 0.8% |
| h | 70 | 0.8% |
| t | 70 | 0.8% |
| Other values (4) | 240 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9032 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 1477 | |
| M | 1407 | |
| e | 1407 | |
| d | 1407 | |
| u | 1407 | |
| m | 1407 | |
| L | 70 | 0.8% |
| g | 70 | 0.8% |
| h | 70 | 0.8% |
| t | 70 | 0.8% |
| Other values (4) | 240 | 2.7% |
Species
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 94.7 KiB |
| Loligo | |
|---|---|
| lllex | 10 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9934938 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Loligo |
|---|---|
| 2nd row | Loligo |
| 3rd row | Loligo |
| 4th row | Loligo |
| 5th row | Loligo |
Common Values
| Value | Count | Frequency (%) |
| Loligo | 1527 | |
| lllex | 10 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| loligo | 1527 | |
| lllex | 10 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 3054 | |
| l | 1557 | |
| L | 1527 | |
| i | 1527 | |
| g | 1527 | |
| e | 10 | 0.1% |
| x | 10 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9212 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 3054 | |
| l | 1557 | |
| L | 1527 | |
| i | 1527 | |
| g | 1527 | |
| e | 10 | 0.1% |
| x | 10 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9212 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 3054 | |
| l | 1557 | |
| L | 1527 | |
| i | 1527 | |
| g | 1527 | |
| e | 10 | 0.1% |
| x | 10 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9212 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 3054 | |
| l | 1557 | |
| L | 1527 | |
| i | 1527 | |
| g | 1527 | |
| e | 10 | 0.1% |
| x | 10 | 0.1% |
Total Length (cm)
Real number (ℝ)
High correlation 
| Distinct | 79 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.507742 |
| Minimum | 5 |
|---|---|
| Maximum | 24.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 9 |
| median | 10 |
| Q3 | 12 |
| 95-th percentile | 15 |
| Maximum | 24.2 |
| Range | 19.2 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.5445123 |
|---|---|
| Coefficient of variation (CV) | 0.24215595 |
| Kurtosis | 1.9081611 |
| Mean | 10.507742 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.70059158 |
| Sum | 16150.4 |
| Variance | 6.4745429 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 275 | |
| 11 | 220 | |
| 12 | 178 | |
| 9 | 164 | |
| 8 | 151 | |
| 13 | 100 | 6.5% |
| 7 | 95 | 6.2% |
| 14 | 55 | 3.6% |
| 15 | 40 | 2.6% |
| 6 | 38 | 2.5% |
| Other values (69) | 221 |
| Value | Count | Frequency (%) |
| 5 | 17 | 1.1% |
| 5.1 | 1 | 0.1% |
| 5.5 | 1 | 0.1% |
| 6 | 38 | 2.5% |
| 6.1 | 1 | 0.1% |
| 6.2 | 3 | 0.2% |
| 6.3 | 2 | 0.1% |
| 6.5 | 7 | 0.5% |
| 7 | 95 | |
| 7.1 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 24.2 | 1 | |
| 23.2 | 2 | |
| 22 | 1 | |
| 21.5 | 1 | |
| 21 | 2 | |
| 20.2 | 1 | |
| 19.5 | 2 | |
| 18.8 | 1 | |
| 18.5 | 2 | |
| 18 | 2 |
Total Weight (g)
Real number (ℝ)
High correlation 
| Distinct | 138 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.869876 |
| Minimum | 4 |
|---|---|
| Maximum | 196 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 32 |
| median | 46 |
| Q3 | 64 |
| 95-th percentile | 104 |
| Maximum | 196 |
| Range | 192 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 27.953877 |
|---|---|
| Coefficient of variation (CV) | 0.5495173 |
| Kurtosis | 3.2520016 |
| Mean | 50.869876 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 1.414394 |
| Sum | 78187 |
| Variance | 781.41925 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 63 | 4.1% |
| 42 | 61 | 4.0% |
| 44 | 60 | 3.9% |
| 40 | 58 | 3.8% |
| 38 | 48 | 3.1% |
| 54 | 47 | 3.1% |
| 36 | 47 | 3.1% |
| 46 | 44 | 2.9% |
| 32 | 44 | 2.9% |
| 48 | 43 | 2.8% |
| Other values (128) | 1022 |
| Value | Count | Frequency (%) |
| 4 | 2 | 0.1% |
| 5 | 1 | 0.1% |
| 6 | 9 | |
| 7 | 1 | 0.1% |
| 8 | 8 | |
| 9 | 3 | 0.2% |
| 10 | 10 | |
| 11 | 2 | 0.1% |
| 12 | 19 | |
| 13 | 3 | 0.2% |
| Value | Count | Frequency (%) |
| 196 | 1 | 0.1% |
| 192 | 1 | 0.1% |
| 179 | 1 | 0.1% |
| 173 | 2 | |
| 172 | 4 | |
| 171 | 1 | 0.1% |
| 162 | 2 | |
| 160 | 1 | 0.1% |
| 156 | 2 | |
| 150 | 1 | 0.1% |
Defect
Categorical
High correlation  Imbalance 
| Distinct | 32 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 2 |
| Missing (%) | 0.1% |
| Memory size | 113.3 KiB |
| ["Whole","Skinless"] | |
|---|---|
| ["Whole"] | |
| ['Whole'] | |
| ["Headless","Skinless"] | 63 |
| ['Whole', 'Skinless'] | 62 |
| Other values (27) |
Length
| Max length | 140 |
|---|---|
| Median length | 20 |
| Mean length | 18.407166 |
| Min length | 9 |
Unique
| Unique | 16 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | ['Skinless', 'Headless'] |
|---|---|
| 2nd row | ['Headless'] |
| 3rd row | ['Whole', 'Skinless'] |
| 4th row | ['Whole'] |
| 5th row | ['Skinless', 'Headless'] |
Common Values
| Value | Count | Frequency (%) |
| ["Whole","Skinless"] | 991 | |
| ["Whole"] | 152 | 9.9% |
| ['Whole'] | 146 | 9.5% |
| ["Headless","Skinless"] | 63 | 4.1% |
| ['Whole', 'Skinless'] | 62 | 4.0% |
| ["Skinless","Headless"] | 42 | 2.7% |
| ['Headless'] | 16 | 1.0% |
| ['Headless', 'Skinless'] | 15 | 1.0% |
| ["Skinless","Whole"] | 9 | 0.6% |
| ['Whole', 'Headless'] | 5 | 0.3% |
| Other values (22) | 34 | 2.2% |
Length
| Value | Count | Frequency (%) |
| whole","skinless | 991 | |
| whole | 375 | 22.3% |
| skinless | 93 | 5.5% |
| headless","skinless | 63 | 3.7% |
| headless | 55 | 3.3% |
| skinless","headless | 42 | 2.5% |
| tube | 18 | 1.1% |
| partial | 17 | 1.0% |
| skinless","whole | 9 | 0.5% |
| name | 5 | 0.3% |
| Other values (7) | 15 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| " | 4758 | |
| e | 2950 | |
| l | 2763 | |
| s | 2730 | |
| [ | 1535 | 5.4% |
| ] | 1535 | 5.4% |
| W | 1380 | 4.9% |
| o | 1380 | 4.9% |
| h | 1380 | 4.9% |
| , | 1233 | 4.4% |
| Other values (33) | 6611 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 28255 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| " | 4758 | |
| e | 2950 | |
| l | 2763 | |
| s | 2730 | |
| [ | 1535 | 5.4% |
| ] | 1535 | 5.4% |
| W | 1380 | 4.9% |
| o | 1380 | 4.9% |
| h | 1380 | 4.9% |
| , | 1233 | 4.4% |
| Other values (33) | 6611 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 28255 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| " | 4758 | |
| e | 2950 | |
| l | 2763 | |
| s | 2730 | |
| [ | 1535 | 5.4% |
| ] | 1535 | 5.4% |
| W | 1380 | 4.9% |
| o | 1380 | 4.9% |
| h | 1380 | 4.9% |
| , | 1233 | 4.4% |
| Other values (33) | 6611 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 28255 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| " | 4758 | |
| e | 2950 | |
| l | 2763 | |
| s | 2730 | |
| [ | 1535 | 5.4% |
| ] | 1535 | 5.4% |
| W | 1380 | 4.9% |
| o | 1380 | 4.9% |
| h | 1380 | 4.9% |
| , | 1233 | 4.4% |
| Other values (33) | 6611 |
Image
URL
| Distinct | 1534 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 289.2 KiB |
| https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/2/tallyvision_qc/undefined.jpg | 4 |
|---|---|
| https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/cfe5b6f2-d555-4ca8-818c-4fcbb0970b6e.jpg | 1 |
| https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/7ce32d9c-9923-4785-9e43-0526220727a6.jpg | 1 |
| https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/419ea994-070a-4b6c-af46-5c5927ab867a.jpg | 1 |
| https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/c95dabb7-0971-4619-ad98-49a5f19911c0.jpg | 1 |
| Other values (1529) |
| Value | Count | Frequency (%) |
| https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/2/tallyvision_qc/undefined.jpg | 4 | 0.3% |
| https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/cfe5b6f2-d555-4ca8-818c-4fcbb0970b6e.jpg | 1 | 0.1% |
| https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/7ce32d9c-9923-4785-9e43-0526220727a6.jpg | 1 | 0.1% |
| https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/419ea994-070a-4b6c-af46-5c5927ab867a.jpg | 1 | 0.1% |
| https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/c95dabb7-0971-4619-ad98-49a5f19911c0.jpg | 1 | 0.1% |
| https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/b43d4abd-87f9-43af-afe5-e7c024f71ed1.jpg | 1 | 0.1% |
| https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/7cbebe5c-79de-416f-a915-5367f9e0bca8.jpg | 1 | 0.1% |
| https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/a9c79139-7d27-4433-9e79-0ad9d794576c.jpg | 1 | 0.1% |
| https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/46113a71-61e2-47a4-ad64-d2bcd3c3950c.jpg | 1 | 0.1% |
| https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/f587c156-29fc-4d99-aa82-b641a904ea27.jpg | 1 | 0.1% |
| Other values (1524) | 1524 |
| Value | Count | Frequency (%) |
| https | 1537 |
| Value | Count | Frequency (%) |
| storage.googleapis.com | 1537 |
| Value | Count | Frequency (%) |
| /upload-raw-images/tallyvision-camera-08/2025/4/2/tallyvision_qc/undefined.jpg | 4 | 0.3% |
| /upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/cfe5b6f2-d555-4ca8-818c-4fcbb0970b6e.jpg | 1 | 0.1% |
| /upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/7ce32d9c-9923-4785-9e43-0526220727a6.jpg | 1 | 0.1% |
| /upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/419ea994-070a-4b6c-af46-5c5927ab867a.jpg | 1 | 0.1% |
| /upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/c95dabb7-0971-4619-ad98-49a5f19911c0.jpg | 1 | 0.1% |
| /upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/b43d4abd-87f9-43af-afe5-e7c024f71ed1.jpg | 1 | 0.1% |
| /upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/7cbebe5c-79de-416f-a915-5367f9e0bca8.jpg | 1 | 0.1% |
| /upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/a9c79139-7d27-4433-9e79-0ad9d794576c.jpg | 1 | 0.1% |
| /upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/46113a71-61e2-47a4-ad64-d2bcd3c3950c.jpg | 1 | 0.1% |
| /upload-raw-images/tallyvision-camera-08/2025/4/14/tallyvision_qc/f587c156-29fc-4d99-aa82-b641a904ea27.jpg | 1 | 0.1% |
| Other values (1524) | 1524 |
| Value | Count | Frequency (%) |
| 1537 |
| Value | Count | Frequency (%) |
| 1537 |
Defect_List
Unsupported
Rejected  Unsupported 
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 182.1 KiB |
num_defects
Categorical
High correlation  Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 87.2 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 | 11 |
| 0 | 2 |
| 4 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 1203 | |
| 1 | 320 | 20.8% |
| 3 | 11 | 0.7% |
| 0 | 2 | 0.1% |
| 4 | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 1203 | |
| 1 | 320 | 20.8% |
| 3 | 11 | 0.7% |
| 0 | 2 | 0.1% |
| 4 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 1203 | |
| 1 | 320 | 20.8% |
| 3 | 11 | 0.7% |
| 0 | 2 | 0.1% |
| 4 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1537 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1203 | |
| 1 | 320 | 20.8% |
| 3 | 11 | 0.7% |
| 0 | 2 | 0.1% |
| 4 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1537 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1203 | |
| 1 | 320 | 20.8% |
| 3 | 11 | 0.7% |
| 0 | 2 | 0.1% |
| 4 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1537 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1203 | |
| 1 | 320 | 20.8% |
| 3 | 11 | 0.7% |
| 0 | 2 | 0.1% |
| 4 | 1 | 0.1% |
is_skinless
Boolean
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 1537 |
is_headless
Boolean
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 1537 |
weight_per_cm
Real number (ℝ)
High correlation 
| Distinct | 377 |
|---|---|
| Distinct (%) | 24.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5713815 |
| Minimum | 0.78947368 |
|---|---|
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 0.78947368 |
|---|---|
| 5-th percentile | 2.2785714 |
| Q1 | 3.6 |
| median | 4.4 |
| Q3 | 5.3043478 |
| 95-th percentile | 7.3180952 |
| Maximum | 18 |
| Range | 17.210526 |
| Interquartile range (IQR) | 1.7043478 |
Descriptive statistics
| Standard deviation | 1.6572339 |
|---|---|
| Coefficient of variation (CV) | 0.36252364 |
| Kurtosis | 7.337887 |
| Mean | 4.5713815 |
| Median Absolute Deviation (MAD) | 0.84444444 |
| Skewness | 1.5482842 |
| Sum | 7026.2134 |
| Variance | 2.7464241 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 90 | 5.9% |
| 5 | 44 | 2.9% |
| 4.2 | 43 | 2.8% |
| 4.4 | 42 | 2.7% |
| 4.545454545 | 32 | 2.1% |
| 6 | 31 | 2.0% |
| 3 | 29 | 1.9% |
| 3.25 | 29 | 1.9% |
| 4.909090909 | 29 | 1.9% |
| 4.666666667 | 25 | 1.6% |
| Other values (367) | 1143 |
| Value | Count | Frequency (%) |
| 0.7894736842 | 1 | 0.1% |
| 0.8 | 2 | 0.1% |
| 0.9090909091 | 1 | 0.1% |
| 1 | 2 | 0.1% |
| 1.066666667 | 1 | 0.1% |
| 1.076923077 | 1 | 0.1% |
| 1.2 | 7 | |
| 1.230769231 | 2 | 0.1% |
| 1.333333333 | 4 | |
| 1.384615385 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 18 | 1 | |
| 15.14285714 | 1 | |
| 15 | 1 | |
| 14.81481481 | 1 | |
| 13 | 1 | |
| 12 | 1 | |
| 11.8 | 1 | |
| 11.6 | 1 | |
| 11.33333333 | 2 | |
| 11.2 | 1 |
Color_encoded
Categorical
High correlation  Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 87.2 KiB |
| 2 | |
|---|---|
| 1 | 70 |
| 0 | 60 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 0 |
| 3rd row | 2 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 1407 | |
| 1 | 70 | 4.6% |
| 0 | 60 | 3.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 1407 | |
| 1 | 70 | 4.6% |
| 0 | 60 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 1407 | |
| 1 | 70 | 4.6% |
| 0 | 60 | 3.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1537 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1407 | |
| 1 | 70 | 4.6% |
| 0 | 60 | 3.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1537 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1407 | |
| 1 | 70 | 4.6% |
| 0 | 60 | 3.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1537 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1407 | |
| 1 | 70 | 4.6% |
| 0 | 60 | 3.9% |
Species_encoded
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 87.2 KiB |
| 0 | |
|---|---|
| 1 | 10 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1527 | |
| 1 | 10 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1527 | |
| 1 | 10 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1527 | |
| 1 | 10 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1537 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1527 | |
| 1 | 10 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1537 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1527 | |
| 1 | 10 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1537 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1527 | |
| 1 | 10 | 0.7% |
Total Weight (g)_zscore
Real number (ℝ)
High correlation 
| Distinct | 138 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.73711578 |
| Minimum | 0.0046564549 |
|---|---|
| Maximum | 5.1934605 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 0.0046564549 |
|---|---|
| 5-th percentile | 0.040441311 |
| Q1 | 0.25515045 |
| median | 0.60368609 |
| Q3 | 0.99731951 |
| 95-th percentile | 1.9012538 |
| Maximum | 5.1934605 |
| Range | 5.1888041 |
| Interquartile range (IQR) | 0.74216906 |
Descriptive statistics
| Standard deviation | 0.67598642 |
|---|---|
| Coefficient of variation (CV) | 0.91706952 |
| Kurtosis | 8.2876796 |
| Mean | 0.73711578 |
| Median Absolute Deviation (MAD) | 0.35784856 |
| Skewness | 2.3169505 |
| Sum | 1132.947 |
| Variance | 0.45695763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.03112840093 | 63 | 4.1% |
| 0.3174072475 | 61 | 4.0% |
| 0.2458375358 | 60 | 3.9% |
| 0.3889769591 | 58 | 3.8% |
| 0.4605466707 | 48 | 3.1% |
| 0.1120110223 | 47 | 3.1% |
| 0.5321163824 | 47 | 3.1% |
| 0.1742678242 | 44 | 2.9% |
| 0.6752558057 | 44 | 2.9% |
| 0.1026981126 | 43 | 2.8% |
| Other values (128) | 1022 |
| Value | Count | Frequency (%) |
| 0.004656454889 | 4 | 0.3% |
| 0.03112840093 | 63 | |
| 0.04044131071 | 35 | |
| 0.06691325675 | 2 | 0.1% |
| 0.07622616653 | 6 | 0.4% |
| 0.1026981126 | 43 | |
| 0.1120110223 | 47 | |
| 0.1384829684 | 7 | 0.5% |
| 0.1477958782 | 5 | 0.3% |
| 0.1742678242 | 44 |
| Value | Count | Frequency (%) |
| 5.193460549 | 1 | 0.1% |
| 5.050321125 | 1 | 0.1% |
| 4.585118 | 1 | 0.1% |
| 4.370408865 | 2 | |
| 4.334624009 | 4 | |
| 4.298839153 | 1 | 0.1% |
| 3.976775451 | 2 | |
| 3.905205739 | 1 | 0.1% |
| 3.762066316 | 2 | |
| 3.547357181 | 1 | 0.1% |
Total Weight (g)_is_outlier
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| False | |
|---|---|
| True | 27 |
| Value | Count | Frequency (%) |
| False | 1510 | |
| True | 27 | 1.8% |
Total Length (cm)_zscore
Real number (ℝ)
High correlation 
| Distinct | 79 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7673505 |
| Minimum | 0.0030437562 |
|---|---|
| Maximum | 5.3828445 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 0.0030437562 |
|---|---|
| 5-th percentile | 0.19352151 |
| Q1 | 0.19960902 |
| median | 0.59273955 |
| Q3 | 0.98587008 |
| 95-th percentile | 1.7721311 |
| Maximum | 5.3828445 |
| Range | 5.3798007 |
| Interquartile range (IQR) | 0.78626106 |
Descriptive statistics
| Standard deviation | 0.64143659 |
|---|---|
| Coefficient of variation (CV) | 0.83591082 |
| Kurtosis | 6.5458559 |
| Mean | 0.7673505 |
| Median Absolute Deviation (MAD) | 0.39313053 |
| Skewness | 1.8418418 |
| Sum | 1179.4177 |
| Variance | 0.41144089 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1996090204 | 275 | |
| 0.193521508 | 220 | |
| 0.5866520364 | 178 | |
| 0.5927395488 | 164 | |
| 0.9858700772 | 151 | |
| 0.9797825648 | 100 | 6.5% |
| 1.379000606 | 95 | 6.2% |
| 1.372913093 | 55 | 3.6% |
| 1.766043622 | 40 | 2.6% |
| 1.772131134 | 38 | 2.5% |
| Other values (69) | 221 |
| Value | Count | Frequency (%) |
| 0.003043756206 | 14 | 0.9% |
| 0.03626929664 | 3 | 0.2% |
| 0.04235680905 | 1 | 0.1% |
| 0.07558234948 | 3 | 0.2% |
| 0.08166986189 | 2 | 0.1% |
| 0.1148954023 | 1 | 0.1% |
| 0.1209829147 | 5 | 0.3% |
| 0.1602959676 | 2 | 0.1% |
| 0.193521508 | 220 | |
| 0.1996090204 | 275 |
| Value | Count | Frequency (%) |
| 5.382844483 | 1 | |
| 4.989713955 | 2 | |
| 4.51795732 | 1 | |
| 4.321392056 | 1 | |
| 4.124826792 | 2 | |
| 3.810322369 | 1 | |
| 3.535130999 | 2 | |
| 3.25993963 | 1 | |
| 3.142000471 | 2 | |
| 2.945435207 | 2 |
Total Length (cm)_is_outlier
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| False | |
|---|---|
| True | 13 |
| Value | Count | Frequency (%) |
| False | 1524 | |
| True | 13 | 0.8% |
weight_per_cm_zscore
Real number (ℝ)
High correlation 
| Distinct | 377 |
|---|---|
| Distinct (%) | 24.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7048605 |
| Minimum | 0.0037207488 |
|---|---|
| Maximum | 8.1056689 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | 0.0037207488 |
|---|---|
| 5-th percentile | 0.048254731 |
| Q1 | 0.22417018 |
| median | 0.49579536 |
| Q3 | 0.94850401 |
| 95-th percentile | 1.9099218 |
| Maximum | 8.1056689 |
| Range | 8.1019481 |
| Interquartile range (IQR) | 0.72433383 |
Descriptive statistics
| Standard deviation | 0.70957682 |
|---|---|
| Coefficient of variation (CV) | 1.0066911 |
| Kurtosis | 18.462357 |
| Mean | 0.7048605 |
| Median Absolute Deviation (MAD) | 0.30180576 |
| Skewness | 3.1289509 |
| Sum | 1083.3706 |
| Variance | 0.50349926 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3448924812 | 90 | 5.9% |
| 0.2587190453 | 44 | 2.9% |
| 0.2241701759 | 43 | 2.8% |
| 0.1034478706 | 42 | 2.7% |
| 0.01564983036 | 32 | 2.1% |
| 0.8623305719 | 31 | 2.0% |
| 0.9485040078 | 29 | 1.9% |
| 0.7976011261 | 29 | 1.9% |
| 0.2038452702 | 29 | 1.9% |
| 0.05751520316 | 25 | 1.6% |
| Other values (367) | 1143 |
| Value | Count | Frequency (%) |
| 0.003720748807 | 1 | 0.1% |
| 0.01564983036 | 32 | |
| 0.01727443473 | 21 | |
| 0.0265607659 | 1 | 0.1% |
| 0.03236472289 | 1 | 0.1% |
| 0.04308671793 | 21 | |
| 0.04954673416 | 1 | 0.1% |
| 0.05745842094 | 2 | 0.1% |
| 0.05751520316 | 25 | |
| 0.06083999812 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8.10566889 | 1 | |
| 6.381064529 | 1 | |
| 6.294834311 | 1 | |
| 6.183054398 | 1 | |
| 5.087611258 | 1 | |
| 4.483999731 | 1 | |
| 4.363277426 | 1 | |
| 4.242555121 | 1 | |
| 4.081592047 | 2 | |
| 4.00111051 | 1 |
weight_per_cm_is_outlier
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| False | |
|---|---|
| True | 19 |
| Value | Count | Frequency (%) |
| False | 1518 | |
| True | 19 | 1.2% |
PCA1
Real number (ℝ)
High correlation 
| Distinct | 439 |
|---|---|
| Distinct (%) | 28.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.6925381 × 10-15 |
| Minimum | -47.294465 |
|---|---|
| Maximum | 145.55058 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 907 |
| Negative (%) | 59.0% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | -47.294465 |
|---|---|
| 5-th percentile | -36.147319 |
| Q1 | -18.957252 |
| median | -4.8863151 |
| Q3 | 13.175406 |
| 95-th percentile | 53.326541 |
| Maximum | 145.55058 |
| Range | 192.84504 |
| Interquartile range (IQR) | 32.132658 |
Descriptive statistics
| Standard deviation | 28.08382 |
|---|---|
| Coefficient of variation (CV) | 3.6507872 × 1015 |
| Kurtosis | 3.221821 |
| Mean | 7.6925381 × 10-15 |
| Median Absolute Deviation (MAD) | 15.129003 |
| Skewness | 1.4054939 |
| Sum | 1.1461054 × 10-11 |
| Variance | 788.70095 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -8.889222116 | 43 | 2.8% |
| -6.887768601 | 42 | 2.7% |
| -10.89067563 | 42 | 2.7% |
| -0.8279494231 | 32 | 2.1% |
| -25.02564857 | 29 | 1.9% |
| 3.173009387 | 29 | 1.9% |
| -12.89212915 | 23 | 1.5% |
| -18.95725181 | 23 | 1.5% |
| -14.95196362 | 22 | 1.4% |
| -2.884861571 | 21 | 1.4% |
| Other values (429) | 1231 |
| Value | Count | Frequency (%) |
| -47.29446538 | 2 | 0.1% |
| -46.25334588 | 1 | 0.1% |
| -45.28229665 | 7 | |
| -45.21320048 | 2 | 0.1% |
| -44.17380441 | 1 | 0.1% |
| -43.27012793 | 1 | 0.1% |
| -43.2046035 | 4 | |
| -43.17019279 | 2 | 0.1% |
| -43.09917337 | 1 | 0.1% |
| -42.18018845 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 145.5505764 | 1 | |
| 141.5874089 | 1 | |
| 128.4481137 | 1 | |
| 122.3505585 | 1 | |
| 122.3460874 | 1 | |
| 121.7978584 | 1 | |
| 121.7344603 | 1 | |
| 121.5540166 | 1 | |
| 121.5145247 | 1 | |
| 120.4780334 | 1 |
PCA2
Real number (ℝ)
High correlation 
| Distinct | 439 |
|---|---|
| Distinct (%) | 28.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.610775 × 10-16 |
| Minimum | -12.475586 |
|---|---|
| Maximum | 9.0967015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 762 |
| Negative (%) | 49.6% |
| Memory size | 12.1 KiB |
Quantile statistics
| Minimum | -12.475586 |
|---|---|
| 5-th percentile | -1.4960243 |
| Q1 | -0.57345242 |
| median | 0.0048948261 |
| Q3 | 0.63235292 |
| 95-th percentile | 1.6230047 |
| Maximum | 9.0967015 |
| Range | 21.572288 |
| Interquartile range (IQR) | 1.2058053 |
Descriptive statistics
| Standard deviation | 1.3011573 |
|---|---|
| Coefficient of variation (CV) | 1.9682372 × 1015 |
| Kurtosis | 20.29301 |
| Mean | 6.610775 × 10-16 |
| Median Absolute Deviation (MAD) | 0.58280709 |
| Skewness | -1.340549 |
| Sum | 1.005418 × 10-12 |
| Variance | 1.6930104 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1428460395 | 43 | 2.8% |
| -0.04094239654 | 42 | 2.7% |
| 0.3266344755 | 42 | 2.7% |
| 0.5046497736 | 32 | 2.1% |
| -0.475899819 | 29 | 1.9% |
| 0.1517903206 | 29 | 1.9% |
| 0.5104229115 | 23 | 1.5% |
| 0.004894826146 | 23 | 1.5% |
| -0.3806700023 | 22 | 1.4% |
| -0.4085192685 | 21 | 1.4% |
| Other values (429) | 1231 |
| Value | Count | Frequency (%) |
| -12.47558632 | 1 | |
| -10.34840951 | 1 | |
| -10.31597926 | 1 | |
| -9.490601052 | 1 | |
| -8.432870413 | 1 | |
| -6.841114528 | 1 | |
| -6.657326092 | 1 | |
| -6.433035064 | 1 | |
| -6.28974922 | 1 | |
| -6.105960784 | 1 |
| Value | Count | Frequency (%) |
| 9.096701501 | 1 | |
| 9.093560567 | 1 | |
| 7.813371149 | 1 | |
| 7.237945099 | 1 | |
| 6.937710506 | 1 | |
| 5.245804757 | 1 | |
| 4.897489544 | 1 | |
| 4.208824221 | 1 | |
| 3.803292545 | 1 | |
| 3.342991267 | 1 |
Interactions
Correlations
| Color | Color_encoded | Defect | PCA1 | PCA2 | Species | Species_encoded | Total Length (cm) | Total Length (cm)_is_outlier | Total Length (cm)_zscore | Total Weight (g) | Total Weight (g)_is_outlier | Total Weight (g)_zscore | num_defects | weight_per_cm | weight_per_cm_is_outlier | weight_per_cm_zscore | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Color | 1.000 | 1.000 | 0.520 | 0.261 | 0.000 | 0.097 | 0.097 | 0.299 | 0.216 | 0.280 | 0.263 | 0.280 | 0.253 | 0.263 | 0.219 | 0.000 | 0.193 |
| Color_encoded | 1.000 | 1.000 | 0.520 | 0.261 | 0.000 | 0.097 | 0.097 | 0.299 | 0.216 | 0.280 | 0.263 | 0.280 | 0.253 | 0.263 | 0.219 | 0.000 | 0.193 |
| Defect | 0.520 | 0.520 | 1.000 | 0.244 | 0.346 | 0.596 | 0.596 | 0.282 | 0.331 | 0.248 | 0.243 | 0.342 | 0.216 | 0.991 | 0.258 | 0.220 | 0.222 |
| PCA1 | 0.261 | 0.261 | 0.244 | 1.000 | 0.281 | 0.248 | 0.248 | 0.922 | 0.733 | -0.129 | 1.000 | 0.915 | -0.057 | 0.221 | 0.962 | 0.433 | -0.062 |
| PCA2 | 0.000 | 0.000 | 0.346 | 0.281 | 1.000 | 0.473 | 0.473 | 0.560 | 0.422 | -0.215 | 0.266 | 0.311 | -0.234 | 0.052 | 0.062 | 0.848 | -0.245 |
| Species | 0.097 | 0.097 | 0.596 | 0.248 | 0.473 | 1.000 | 0.950 | 0.292 | 0.026 | 0.286 | 0.248 | 0.078 | 0.184 | 0.452 | 0.186 | 0.010 | 0.119 |
| Species_encoded | 0.097 | 0.097 | 0.596 | 0.248 | 0.473 | 0.950 | 1.000 | 0.292 | 0.026 | 0.286 | 0.248 | 0.078 | 0.184 | 0.452 | 0.186 | 0.010 | 0.119 |
| Total Length (cm) | 0.299 | 0.299 | 0.282 | 0.922 | 0.560 | 0.292 | 0.292 | 1.000 | 0.997 | -0.126 | 0.916 | 0.706 | -0.067 | 0.212 | 0.804 | 0.090 | -0.070 |
| Total Length (cm)_is_outlier | 0.216 | 0.216 | 0.331 | 0.733 | 0.422 | 0.026 | 0.026 | 0.997 | 1.000 | 0.950 | 0.733 | 0.555 | 0.752 | 0.136 | 0.317 | 0.000 | 0.349 |
| Total Length (cm)_zscore | 0.280 | 0.280 | 0.248 | -0.129 | -0.215 | 0.286 | 0.286 | -0.126 | 0.950 | 1.000 | -0.127 | 0.679 | 0.805 | 0.145 | -0.127 | 0.136 | 0.606 |
| Total Weight (g) | 0.263 | 0.263 | 0.243 | 1.000 | 0.266 | 0.248 | 0.248 | 0.916 | 0.733 | -0.127 | 1.000 | 0.915 | -0.057 | 0.221 | 0.967 | 0.439 | -0.063 |
| Total Weight (g)_is_outlier | 0.280 | 0.280 | 0.342 | 0.915 | 0.311 | 0.078 | 0.078 | 0.706 | 0.555 | 0.679 | 0.915 | 1.000 | 0.930 | 0.189 | 0.567 | 0.320 | 0.606 |
| Total Weight (g)_zscore | 0.253 | 0.253 | 0.216 | -0.057 | -0.234 | 0.184 | 0.184 | -0.067 | 0.752 | 0.805 | -0.057 | 0.930 | 1.000 | 0.164 | -0.058 | 0.435 | 0.895 |
| num_defects | 0.263 | 0.263 | 0.991 | 0.221 | 0.052 | 0.452 | 0.452 | 0.212 | 0.136 | 0.145 | 0.221 | 0.189 | 0.164 | 1.000 | 0.223 | 0.037 | 0.119 |
| weight_per_cm | 0.219 | 0.219 | 0.258 | 0.962 | 0.062 | 0.186 | 0.186 | 0.804 | 0.317 | -0.127 | 0.967 | 0.567 | -0.058 | 0.223 | 1.000 | 0.997 | -0.065 |
| weight_per_cm_is_outlier | 0.000 | 0.000 | 0.220 | 0.433 | 0.848 | 0.010 | 0.010 | 0.090 | 0.000 | 0.136 | 0.439 | 0.320 | 0.435 | 0.037 | 0.997 | 1.000 | 0.950 |
| weight_per_cm_zscore | 0.193 | 0.193 | 0.222 | -0.062 | -0.245 | 0.119 | 0.119 | -0.070 | 0.349 | 0.606 | -0.063 | 0.606 | 0.895 | 0.119 | -0.065 | 0.950 | 1.000 |
Missing values
Sample
| Color | Species | Total Length (cm) | Total Weight (g) | Defect | Image | Defect_List | num_defects | is_skinless | is_headless | weight_per_cm | Color_encoded | Species_encoded | Total Weight (g)_zscore | Total Weight (g)_is_outlier | Total Length (cm)_zscore | Total Length (cm)_is_outlier | weight_per_cm_zscore | weight_per_cm_is_outlier | PCA1 | PCA2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Medium | Loligo | 7.1 | 15.0 | ['Skinless', 'Headless'] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/4/tallyvision_qc/67a80077-dfa4-4516-8584-e89b8085a296.jpg | [Skinless, Headless] | 2 | False | False | 2.112676 | 2 | 0 | 1.283598 | False | 1.339688 | False | 1.484103 | False | -36.107473 | -0.271648 |
| 1 | Dark | Loligo | 10.1 | 38.0 | ['Headless'] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/4/tallyvision_qc/a6d22880-89a2-4ae9-b35c-253a7973beef.jpg | [Headless] | 1 | False | False | 3.762376 | 0 | 0 | 0.460547 | False | 0.160296 | False | 0.488325 | False | -12.886164 | 0.616949 |
| 2 | Medium | Loligo | 9.3 | 40.0 | ['Whole', 'Skinless'] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/4/tallyvision_qc/610d3a5e-cd00-4e12-bf43-2e2c75ad7faf.jpg | [Whole, Skinless] | 2 | False | False | 4.301075 | 2 | 0 | 0.388977 | False | 0.474800 | False | 0.163160 | False | -10.930413 | -0.434312 |
| 3 | Dark | Loligo | 12.0 | 77.0 | ['Whole'] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/4/tallyvision_qc/7e4a52df-9749-4365-8c05-7cf53f79ace9.jpg | [Whole] | 1 | False | False | 6.416667 | 0 | 0 | 0.935063 | False | 0.586652 | False | 1.113835 | False | 26.227081 | -0.728070 |
| 4 | Dark | Loligo | 10.0 | 29.0 | ['Skinless', 'Headless'] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/4/tallyvision_qc/ad034d43-94a2-4e72-905a-a74a8270d4a5.jpg | [Skinless, Headless] | 2 | False | False | 2.900000 | 0 | 0 | 0.782610 | False | 0.199609 | False | 1.008865 | False | -21.898670 | 1.337471 |
| 5 | Dark | Loligo | 9.0 | 46.0 | ['Whole'] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/4/tallyvision_qc/499140b1-5b36-4959-b10d-82d1d2534ed6.jpg | [Whole] | 1 | False | False | 5.111111 | 0 | 0 | 0.174268 | False | 0.592740 | False | 0.325787 | False | -4.938743 | -1.344582 |
| 6 | Dark | Loligo | 8.2 | 21.0 | ['Headless', 'Skinless'] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/4/tallyvision_qc/af144238-8d06-4c43-9794-b307c17662cd.jpg | [Headless, Skinless] | 2 | False | False | 2.560976 | 0 | 0 | 1.068889 | False | 0.907244 | False | 1.213504 | False | -30.023447 | 0.242673 |
| 7 | Medium | Loligo | 9.5 | 42.0 | ['Whole'] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/4/tallyvision_qc/9024836d-abf9-43bb-bc8f-2c0c20c10946.jpg | [Whole] | 1 | False | False | 4.421053 | 2 | 0 | 0.317407 | False | 0.396174 | False | 0.090740 | False | -8.917285 | -0.403115 |
| 8 | Medium | Loligo | 13.5 | 74.0 | ['Whole'] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/4/tallyvision_qc/a88069e0-007a-4344-be0a-b81c00f4c549.jpg | [Whole] | 1 | False | False | 5.481481 | 2 | 0 | 0.827708 | False | 1.176348 | False | 0.549347 | False | 23.310587 | 1.174175 |
| 9 | Medium | Loligo | 11.5 | 97.0 | ['Whole'] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/4/tallyvision_qc/d4402c50-db89-4631-a819-eb3b4780765c.jpg | [Whole] | 1 | False | False | 8.434783 | 2 | 0 | 1.650760 | False | 0.390087 | False | 2.331993 | False | 46.202681 | -3.029781 |
| Color | Species | Total Length (cm) | Total Weight (g) | Defect | Image | Defect_List | num_defects | is_skinless | is_headless | weight_per_cm | Color_encoded | Species_encoded | Total Weight (g)_zscore | Total Weight (g)_is_outlier | Total Length (cm)_zscore | Total Length (cm)_is_outlier | weight_per_cm_zscore | weight_per_cm_is_outlier | PCA1 | PCA2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1527 | Medium | Loligo | 11.0 | 44.0 | ["Whole","Skinless"] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/15/tallyvision_qc/b19d9fa4-dbb6-4a35-8f3d-1614f9c6ea99.jpg | [Whole, Skinless] | 2 | False | False | 4.000000 | 2 | 0 | 0.245838 | False | 0.193522 | False | 0.344892 | False | -6.829388 | 1.033939 |
| 1528 | Medium | Loligo | 9.0 | 32.0 | ["Whole","Skinless"] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/15/tallyvision_qc/f3888a8b-587c-4d0e-a34e-d46fe533083e.jpg | [Whole, Skinless] | 2 | False | False | 3.555556 | 2 | 0 | 0.675256 | False | 0.592740 | False | 0.613164 | False | -18.957252 | 0.004895 |
| 1529 | Medium | Loligo | 10.0 | 40.0 | ["Whole","Skinless"] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/15/tallyvision_qc/dbcdd8e1-7f08-4c92-b496-de314dce8400.jpg | [Whole, Skinless] | 2 | False | False | 4.000000 | 2 | 0 | 0.388977 | False | 0.199609 | False | 0.344892 | False | -10.890676 | 0.326634 |
| 1530 | Medium | Loligo | 9.0 | 28.0 | ["Whole","Skinless"] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/15/tallyvision_qc/ff728081-5aa3-4f97-8c5b-d2d50a779449.jpg | [Whole, Skinless] | 2 | False | False | 3.111111 | 2 | 0 | 0.818395 | False | 0.592740 | False | 0.881436 | False | -22.962540 | 0.390460 |
| 1531 | Medium | Loligo | 13.0 | 62.0 | ["Whole","Skinless"] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/15/tallyvision_qc/bef0ee69-b000-4898-8b1a-db773f57b793.jpg | [Whole, Skinless] | 2 | False | False | 4.769231 | 2 | 0 | 0.398290 | False | 0.979783 | False | 0.119424 | False | 11.288092 | 1.623005 |
| 1532 | Medium | Loligo | 10.0 | 38.0 | ["Whole","Skinless"] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/15/tallyvision_qc/05d3c67d-267a-43dd-bfcb-576000f65192.jpg | [Whole, Skinless] | 2 | False | False | 3.800000 | 2 | 0 | 0.460547 | False | 0.199609 | False | 0.465615 | False | -12.892129 | 0.510423 |
| 1533 | Medium | Loligo | 9.0 | 24.0 | ["Whole","Skinless"] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/15/tallyvision_qc/cc73366c-930b-4023-b865-6911dcbfd829.jpg | [Whole, Skinless] | 2 | False | False | 2.666667 | 2 | 0 | 0.961535 | False | 0.592740 | False | 1.149708 | False | -26.967828 | 0.776024 |
| 1534 | Medium | Loligo | 8.0 | 26.0 | ["Whole","Skinless"] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/15/tallyvision_qc/94aaf317-2960-459e-8a21-ea5958b9a99d.jpg | [Whole, Skinless] | 2 | False | False | 3.250000 | 2 | 0 | 0.889965 | False | 0.985870 | False | 0.797601 | False | -25.025649 | -0.475900 |
| 1535 | Medium | Loligo | 8.0 | 26.0 | ["Whole","Skinless"] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/15/tallyvision_qc/764cda67-8a52-47e2-9efc-b6b44700780a.jpg | [Whole, Skinless] | 2 | False | False | 3.250000 | 2 | 0 | 0.889965 | False | 0.985870 | False | 0.797601 | False | -25.025649 | -0.475900 |
| 1536 | Medium | Loligo | 10.0 | 42.0 | ["Whole","Skinless"] | https://storage.googleapis.com/upload-raw-images/tallyvision-camera-08/2025/4/15/tallyvision_qc/e992d5d5-10b3-4a1d-84c4-c6551b794866.jpg | [Whole, Skinless] | 2 | False | False | 4.200000 | 2 | 0 | 0.317407 | False | 0.199609 | False | 0.224170 | False | -8.889222 | 0.142846 |